\select@language {spanish}
\contentsline {section}{\numberline {1}Introducci\IeC {\'o}n te\IeC {\'o}rica}{2}{section.1}
\contentsline {subsection}{\numberline {1.1}Autovalores y autovectores}{2}{subsection.1.1}
\contentsline {subsection}{\numberline {1.2}El m\IeC {\'e}todo QR}{2}{subsection.1.2}
\contentsline {subsection}{\numberline {1.3}An\IeC {\'a}lisis de componentes principales}{3}{subsection.1.3}
\contentsline {subsection}{\numberline {1.4}Distancia de Mahalanobis}{4}{subsection.1.4}
\contentsline {section}{\numberline {2}Desarrollo}{5}{section.2}
\contentsline {subsection}{\numberline {2.1}Remuestreo de im\IeC {\'a}genes}{5}{subsection.2.1}
\contentsline {subsubsection}{\numberline {2.1.1}M\IeC {\'e}todo ``Naif''}{5}{subsubsection.2.1.1}
\contentsline {subsubsection}{\numberline {2.1.2}M\IeC {\'e}todo de los promedios}{5}{subsubsection.2.1.2}
\contentsline {subsection}{\numberline {2.2}C\IeC {\'a}lculo de Covarianza}{7}{subsection.2.2}
\contentsline {subsection}{\numberline {2.3}C\IeC {\'a}lculo de Autovectores}{7}{subsection.2.3}
\contentsline {subsubsection}{\numberline {2.3.1}Factorizaci\IeC {\'o}n QR: M\IeC {\'e}todo de Householder}{8}{subsubsection.2.3.1}
\contentsline {subsection}{\numberline {2.4}Transformaci\IeC {\'o}n Caracter\IeC {\'\i }stica}{9}{subsection.2.4}
\contentsline {subsection}{\numberline {2.5}Pertenencia de grupos: Distancia de Mahalanobis}{9}{subsection.2.5}
\contentsline {section}{\numberline {3}Resultados}{10}{section.3}
\contentsline {subsection}{\numberline {3.1}Tiempo de ejecuci\IeC {\'o}n, Relaci\IeC {\'o}n delta/tama\IeC {\~n}o}{10}{subsection.3.1}
\contentsline {subsubsection}{\numberline {3.1.1}Tama\IeC {\~n}o de la imagen: 5px}{11}{subsubsection.3.1.1}
\contentsline {subsubsection}{\numberline {3.1.2}Tama\IeC {\~n}o de la imagen: 6px}{11}{subsubsection.3.1.2}
\contentsline {subsubsection}{\numberline {3.1.3}Tama\IeC {\~n}o de la imagen: 7px}{11}{subsubsection.3.1.3}
\contentsline {subsubsection}{\numberline {3.1.4}Tama\IeC {\~n}o de la imagen: 8px}{11}{subsubsection.3.1.4}
\contentsline {subsubsection}{\numberline {3.1.5}Tama\IeC {\~n}o de la imagen: 9px}{11}{subsubsection.3.1.5}
\contentsline {subsubsection}{\numberline {3.1.6}Tama\IeC {\~n}o de la imagen: 10px}{12}{subsubsection.3.1.6}
\contentsline {subsection}{\numberline {3.2}Delta vs. Aciertos}{12}{subsection.3.2}
\contentsline {subsubsection}{\numberline {3.2.1}Tama\IeC {\~n}o de la imagen: 5px}{12}{subsubsection.3.2.1}
\contentsline {subsubsection}{\numberline {3.2.2}Tama\IeC {\~n}o de la imagen: 7px}{13}{subsubsection.3.2.2}
\contentsline {subsubsection}{\numberline {3.2.3}Tama\IeC {\~n}o de la imagen: 10px}{13}{subsubsection.3.2.3}
\contentsline {subsection}{\numberline {3.3}Camuflaje}{13}{subsection.3.3}
\contentsline {section}{\numberline {4}Discusi\IeC {\'o}n}{14}{section.4}
\contentsline {subsection}{\numberline {4.1}An\IeC {\'a}lisis del tiempo seg\IeC {\'u}n delta y factor de reducci\IeC {\'o}n}{14}{subsection.4.1}
\contentsline {subsection}{\numberline {4.2}An\IeC {\'a}lisis de la tasa de aciertos}{14}{subsection.4.2}
\contentsline {subsection}{\numberline {4.3}Camuflaje}{15}{subsection.4.3}
\contentsline {section}{\numberline {5}Conclusiones}{16}{section.5}
\contentsline {section}{\numberline {6}Ap\IeC {\'e}ndice A: Manual de Usuario}{17}{section.6}
\contentsline {subsection}{\numberline {6.1}Requisitos de uso}{17}{subsection.6.1}
\contentsline {subsection}{\numberline {6.2}Uso}{17}{subsection.6.2}
\contentsline {section}{\numberline {7}Ap\IeC {\'e}ndice B: C\IeC {\'o}digo}{18}{section.7}
\contentsline {subsection}{\numberline {7.1}Covarianza}{18}{subsection.7.1}
\contentsline {subsection}{\numberline {7.2}Autocalcular}{18}{subsection.7.2}
\contentsline {subsection}{\numberline {7.3}Householder}{19}{subsection.7.3}
\contentsline {subsection}{\numberline {7.4}getQi}{20}{subsection.7.4}
\contentsline {subsection}{\numberline {7.5}mejorDistancia}{21}{subsection.7.5}
